loubnabnl/santacoder-code-to-text

Santacoder code-to-text

This model is a fine-tuned version of bigcode/santacoder on copdeparrot/gitub-jupyter-code-to-text.

Training procedure

The model was trained on 4 A100 for 3h with the following hyperparameters were used during training on 4 A100:

• —learning_rate: 5e-05
• —trainbatchsize: 2
• —evalbatchsize: 2
• —seed: 42
• —gradientaccumulationsteps: 4
• —totaltrainbatch_size: 4
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: cosine
• —lrschedulerwarmup_steps: 100
• —training_steps: 800